Proposal Topic:Deep learning for outcome prediction after pelvic radiotherapy. Project description: Modern radiotherapy is highly optimized with respect to individual patient anatomy, utilising 3D anatomical imaging for treatment planning and guidance. This optimization is, however, fundamentally based on underlying assumptions about the relationships between the radiation dose delivered to specific anatomical structures (tumours and normal tissue) and tumour control and/or treatment toxicity – relationships which are still not well understood. Outcome modelling – relating radiation dose to early and long-term patient outcomes – is consequently an extremely active field of research. In this project, we use machine learning to predict toxicity and tumour control after pelvic radiotherapy in Cross-sectional data from a population of patients. We will construct a probabilistic statistical atlas describing the spatial patterns of radiosensitivity across the whole population. We will also create patient-specific sensitivity maps to feed into treatment plan optimisation. To alleviate the problem of missing outcome classification data, we will machine learning, e.g. semi-supervised models and cycle GANs.
MyAssignmenthelp.com is a reliable college essay writing service provider that students can trust to overcome their academic problems. With a team of most efficient and hardworking assignment writers, we are capable of providing fast essay writing services in more than 100 subjects. Students, who decide to take urgent essay help from us, are guaranteed to receive completed essay assignments within any short time limit. Some of our popular essay help services include application essay help, argumentative essay paper help, literature essay assistance, etc.
Just share requirement and get customized Solution.
Orders
Overall Rating
Experts
Our writers make sure that all orders are submitted, prior to the deadline.
Using reliable plagiarism detection software, Turnitin.com.We only provide customized 100 percent original papers.
Feel free to contact our assignment writing services any time via phone, email or live chat. If you are unable to calculate word count online, ask our customer executives.
Our writers can provide you professional writing assistance on any subject at any level.
Our best price guarantee ensures that the features we offer cannot be matched by any of the competitors.
Get all your documents checked for plagiarism or duplicacy with us.
Get different kinds of essays typed in minutes with clicks.
Calculate your semester grades and cumulative GPa with our GPA Calculator.
Balance any chemical equation in minutes just by entering the formula.
Calculate the number of words and number of pages of all your academic documents.
Our Mission Client Satisfaction
thank you so much I get exactly what i need from first time the Dr. thank me that i make something unique and defrrant from the other students .thank you so much
Australia
Able to get my work done after few changes, which were done as per suggestion provided by us. Appreciate their positive approach for this
Australia
Amazing experience with you guys. I got 20/20. You are the best in the market i tried multiple sites but you guys gave best output.
Australia
good paper, thank you very much. i am looking forward to working with you. Recommended
Australia